You will get Professional Econometric Analysis and Time-Series Forecasting
Project details
I provide expert Machine Learning and Predictive Analytics solutions that turn raw data into actionable business intelligence. With a dual background in Economics and Mathematics from IBA Karachi, I don’t just "run scripts"—I build mathematically sound models that respect the logical structure of your data.
What Sets This Project Apart?
Academic Rigor: I apply advanced Statistical Inference and Econometric principles to ensure your models are statistically significant and avoid common pitfalls such as overfitting.
End-to-End ETL: Using KNIME and Python, I build automated pipelines that clean, transform, and prepare your data with 100% integrity.
Proven Accuracy: My professional history includes managing sensitive data for 1,000+ records with zero errors. I bring that same level of scrutiny to your predictive models.
Actionable Insights: You won't just get a "Black Box" result. I provide clear visualizations in Power BI or Excel and a breakdown of the model's logic so you can make informed decisions.
Whether you need a simple Linear Regression, a complex Classification Model, or a full Automated Data Workflow, I deliver audit-ready results tailored to your specific goals.
What Sets This Project Apart?
Academic Rigor: I apply advanced Statistical Inference and Econometric principles to ensure your models are statistically significant and avoid common pitfalls such as overfitting.
End-to-End ETL: Using KNIME and Python, I build automated pipelines that clean, transform, and prepare your data with 100% integrity.
Proven Accuracy: My professional history includes managing sensitive data for 1,000+ records with zero errors. I bring that same level of scrutiny to your predictive models.
Actionable Insights: You won't just get a "Black Box" result. I provide clear visualizations in Power BI or Excel and a breakdown of the model's logic so you can make informed decisions.
Whether you need a simple Linear Regression, a complex Classification Model, or a full Automated Data Workflow, I deliver audit-ready results tailored to your specific goals.
Machine Learning Tools
ChatGPT, Google AutoML, Google Data Studio, Google Sheets, GPT-3, KNIME, Microsoft Excel, Microsoft Power BI, NumPy, pandas, Python, R, SPSS, SQL, StataWhat's included
| Service Tiers |
Starter
$25
|
Standard
$65
|
Advanced
$125
|
|---|---|---|---|
| Delivery Time | 3 days | 6 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | 5 |
Number of Scenarios | 1 | 2 | 5 |
Number of Graphs/Charts | 2 | 5 | 10 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$15 - $50
Additional Revision
+$10
Additional Model Variation
(+ 1 Day)
+$15
Additional Scenario
(+ 1 Day)
+$10
Additional Graph/Chart
(+ 1 Day)
+$5
Model Documentation
(+ 1 Day)
+$20
Data Source Connectivity
(+ 2 Days)
+$30
Source Code
+$15
Automated Data Cleaning (ETL)
(+ 1 Day)
+$25
Model Logic & Math Breakdown
(+ 1 Day)
+$20
Advanced Risk & Stress Testing
(+ 1 Day)
+$20Frequently asked questions
2 reviews
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BO
Bruno O.
Feb 23, 2026
KNIME project.
The best! fast, detail-oriented, focused. I will work with her soon for sure. :)
MS
Mary S.
Sep 19, 2024
Help with Knime flow
It's hard to come by knime SMEs as it's not as well known. Human kindly guided me with my issue and was extremely patient. Communication was fantastic which made it easy to resolve the issue in less than 40 mins, which is an added advantage.
About Humna
Data Analyst | Excel, KNIME, Power BI | Automation & Visualization
100%
Job Success
Karachi, Pakistan - 1:44 pm local time
I’m a data analyst with strong skills in data entry, workflow automation, and data visualization. I specialize in creating interactive dashboards, automating repetitive tasks, and delivering clean, insightful data for better decision-making.
What I Can Do For You
✅ Data Cleaning & Transformation (remove duplicates, fix formatting, etc.)
✅ Automated Workflows in KNIME
✅ Excel Reports & Dashboard Creation
✅ Power BI Visualization
✅ Data Analysis for Research & Business
✅ Fast & Accurate Data Entry
🔧 Tools I Use
Excel (Formulas, Pivot Tables, Macros)
KNIME (Workflows, Automation)
Power BI (Dashboards, Reports)
Python (for analysis if needed)
SPSS (for academic research)
💬 Let’s connect if you need:
Research support
Business reporting
Academic data analysis
Workflow automation
Clean and presentable datasets
📈 I believe in on-time delivery, quality work, and client satisfaction.
👉 Ready to work together? Send me a message to get started today!
Steps for completing your project
After purchasing the project, send requirements so Humna can start the project.
Delivery time starts when Humna receives requirements from you.
Humna works on your project following the steps below.
Revisions may occur after the delivery date.
Data Audit & Cleaning (ETL)
I will inspect your data for inconsistencies and missing values. I'll use Python or KNIME to clean the dataset, ensuring it is ready for high-accuracy modeling.
Exploratory Data Analysis (EDA)
I will identify key correlations and patterns. This step ensures that the variables we use in the model are statistically significant.